Researchers in China have developed an artificial intelligence tool capable of designing a working computer in under five hours. The team of 19 computer scientists from five different institutions made the AI breakthrough after setting out to prove that machines can create computer chips in a similar way to humans. The feat was performed 1,000 times faster than a human team could have achieved it, the researchers claimed, marking a major step towards building self-evolving machines. “Design activity... distinguishes humanity from other animals and traditional machines, and endowing machines with design abilities at the human level or beyond has been a long-term pursuit,” the scientists wrote in a paper detailing their research. “We present a new AI approach to automatically design a central processing unit (CPU), the brain of a computer, and one of the world’s most intricate devices humanity has ever designed.” The project involved the layout of an industrial-scale RISC-V CPU, capable of running the Linux operating system and achieving an accuracy of 99.99 per cent in validation tests. The AI bypassed the manual programming and verification process of the typical design cycle, which the researchers said “consumes more than 60-80 per cent of the design time and resources” of human teams. The AI was also able to autonomously make discoveries involving computer design, uncovering something called the von Neumann architecture, first invented in 1945. The overall performance of the CPU is relatively modest compared to modern computers, with the researchers saying it can perform at a similar level to a 1991 Intel 80486SX CPU. Developing the AI approach, however, has the potential to “reform the semiconductor industry by significantly reducing the design cycle”, the researchers said. The research is detailed in a study, titled ‘Pushing the limits of machine design: Automated CPU design with AI’. Leading AI chip maker Nvidia has previously used artificial intelligence to optimise its computer chip designs, publishing a new approach to AI-powered chip design in March that could significantly improve the cost and performance of CPUs. Read More 10 ways AI will change the world – from curing cancer to wiping out humanity Harvard’s new computer science teacher is a chatbot Google’s DeepMind unveils AI robot that can teach itself unsupervised Robots can now learn new skills like picking up knives by watching YouTube videos

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A woman has claimed she is the victim of “hot phobia” and says men are scared to approach her because she is too attractive. Sabine Roll-Cohen, 40, from North London has claimed that she is ignored at the school gates when collecting her son because other parents can’t handle her beauty. The personal shopper and model said she wears outfits such as crop tops and short shorts to collect her son, resulting in other parents giving her the cold shoulder and victimising her. Roll-Cohen told The Sun: “I like to wear small shorts, or a low dress, or a tiny crop top, I like to feel sexy.” She continued: “Every woman should look after themselves. I don’t go out much anymore, so the school run is my reason to get dressed, so why not wear a nice outfit? “The other mums don’t talk to me when I look nice, they just turn their noses up. But when I am dressed in my jogging bottoms, they decide to speak to me, it’s strange.” Sign up to our free Indy100 weekly newsletter But, she said, it’s not just the school gates where she’s found herself snubbed by other parents and claimed that it also happened at a child’s birthday party when she arrived wearing a crop top and skinny jeans. Roll-Cohen does not believe she dresses inappropriately and claims she is simply the victim of “hot phobia”. She argued: “I was at this party with my six-year-old son, but I only knew one other mum there.” Roll-Cohen went on: “I was wearing a little floral crop top and some skinny jeans which showed off my perky bum and I thought I looked great. “But every single mum at the party, apart from my friend, ignored me. I asked my friend why no one was talking to me and she said ‘Maybe you wear the wrong outfits.’ “I think they must be jealous as I do have a good body. I’m size eight, 5ft 7, I don’t go to the gym and I don’t have to watch what I eat. “A lot of these ladies are bigger and less sexy after having children and I think it annoys them that I look so good. If jealousy is an illness, I hope they all get better soon.” But, Roll-Cohen said that one person who appreciates her beauty is her husband of six years, Beto. She said: “He thinks I’m gorgeous and like to look nice for him. He wouldn’t change me for the world, so I’m not going to worry what anyone else thinks of me.” Have your say in our news democracy. Click the upvote icon at the top of the page to help raise this article through the indy100 rankings.

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